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Alan Perotti
Alan Perotti
CentAI Institute
Verified email at centai.eu - Homepage
Title
Cited by
Cited by
Year
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations
C Panigutti, A Perotti, D Pedreschi
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
2002020
To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods
E Amparore, A Perotti, P Bajardi
PeerJ Computer Science 7, e479, 2021
842021
FairLens: Auditing black-box clinical decision support systems
C Panigutti, A Perotti, A Panisson, P Bajardi, D Pedreschi
Information Processing & Management 58 (5), 102657, 2021
752021
Real-time behavioral DGA detection through machine learning
F Bisio, S Saeli, P Lombardo, D Bernardi, A Perotti, D Massa
2017 International Carnahan Conference on Security Technology (ICCST), 1-6, 2017
352017
Explainability methods for natural language processing: Applications to sentiment analysis (discussion paper)
F Bodria, A Panisson, A Perotti, S Piaggesi
In Proceedings of Italian Symposium on Advanced Database Systems 2646, 100-107, 2020
292020
Multi-sorted argumentation
T Rienstra, A Perotti, S Villata, DM Gabbay, L van der Torre
Theorie and Applications of Formal Argumentation: First International …, 2012
292012
Co-design of human-centered, explainable AI for clinical decision support
C Panigutti, A Beretta, D Fadda, F Giannotti, D Pedreschi, A Perotti, ...
ACM Transactions on Interactive Intelligent Systems 13 (4), 1-35, 2023
222023
Rewriting rules for the computation of goal-oriented changes in an argumentation system
D Kontarinis, E Bonzon, N Maudet, A Perotti, L van der Torre, S Villata
Computational Logic in Multi-Agent Systems: 14th International Workshop …, 2013
222013
Explaining Identity-aware Graph Classifiers through the Language of Motifs
A Perotti, P Bajardi, F Bonchi, A Panisson
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
21*2023
Conditional labelling for abstract argumentation
G Boella, DM Gabbay, A Perotti, L van der Torre, S Villata
Theorie and Applications of Formal Argumentation: First International …, 2012
202012
Understanding network traffic states using transfer learning
P Krishnakumari, A Perotti, V Pinto, O Cats, H van Lint
2018 21st International Conference on Intelligent Transportation Systems …, 2018
152018
Revealing the determinants of gender inequality in urban cycling with large-scale data
A Battiston, L Napoli, P Bajardi, A Panisson, A Perotti, M Szell, ...
EPJ Data Science 12 (1), 9, 2023
112023
Continuous-action reinforcement learning for portfolio allocation of a life insurance company
C Abrate, A Angius, G De Francisci Morales, S Cozzini, F Iadanza, ...
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
82021
Convolutional neural networks for vision neuroscience: Significance, developments, and outstanding issues
A Celeghin, A Borriero, D Orsenigo, M Diano, CA Méndez Guerrero, ...
Frontiers in Computational Neuroscience 17, 1153572, 2023
72023
Learning and reasoning about norms using neural-symbolic systems
A Perotti, G Boella, S Colombo Tosatto, AS d’Avila Garcez, V Genovese, ...
International Conference on Autonomous Agents and Multiagent Systems, AAMAS …, 2012
72012
Coalition formation via negotiation in multiagent systems with voluntary attacks
G Boella, DM Gabbay, A Perotti, S Villata
Proceedings of the 22th Belgian-Netherlands Conference on Artificial …, 2010
62010
Recent advances in big data and deep learning
N Oneto, L Anguita, A Navarin, D Sperduti
Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL2019 …, 2019
42019
Quantitative and ontology-based comparison of explanations for image classification
V Ghidini, A Perotti, R Schifanella
Machine Learning, Optimization, and Data Science: 5th International …, 2019
42019
Neural networks for runtime verification
A Perotti, AA Garcez, G Boella
2014 International Joint Conference on Neural Networks (IJCNN), 2637-2644, 2014
42014
Explainable Artificial Intelligence: First World Conference, xAI 2023, Lisbon, Portugal, July 26–28, 2023, Proceedings, Part II
L Longo
Springer Nature, 2023
32023
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